During his spell at Chelsea, Nicolas Jackson quickly acquired an unwanted reputation as a striker who struggled to finish his chances. He missed a surprising number of clear‑cut opportunities, leading many observers to label him as unreliable in front of goal. Yet, does this perceived shortcoming mean that top clubs are making a mistake by still showing interest in the Senegalese forward?
The answer is more nuanced than a simple yes or no. The remarks made by Brentford owner Matthew Benham at the MIT Sloan Sports Analytics Conference earlier this year shed light on why Jackson’s goal‑scoring record might be misleading. Benham argued that, for a forward, the ability to get into good positions is a far more telling metric than the raw number of goals scored. He explained, "There is an awful amount of randomness in finishing.
If you show me two players at a similar level who both scored 15 goals last season, but one of them had twice as many chances, I’d prefer the player with the higher volume of opportunities." In other words, the frequency with which a striker finds himself in a scoring position can be a stronger indicator of quality than the conversion rate alone. Benham, whose data‑driven approach has helped Brentford punch above their weight, used Everton’s former forward Beto as an illustrative case, but the same principle applies directly to Jackson. "The fact that he is getting in position for the shot, that is really important for us," Benham added, emphasizing that positional awareness is a prized trait. When it comes to locating the spaces that lead to shots, few players have been as consistently effective as the often‑maligned Jackson.
Statistical analyses covering the start of the decade, limited to players who have logged at least 5,000 Premier League minutes and excluding penalty attempts, reveal that only Erling Haaland boasts a higher expected‑goals (xG) figure per 90 minutes than Jackson. In other words, Jackson is a genuine "chance magnet," regularly finding himself in positions where a goal is likely to be created. Jackson did manage to reach double‑digit goal tallies in each of his two Premier League seasons with Chelsea, but his conversion rate left something to be desired. He converted just 18 of the 61 clear‑cut chances he generated in the league, a figure that lagged behind the competition’s most efficient finishers and ultimately contributed to Chelsea’s decision to look elsewhere for a more reliable scorer.
A loan spell at Bayern Munich the following season produced a similar pattern. Jackson continued to excel at finding space, and his goal return—11 goals across all competitions—was respectable given that he started only 15 matches. In the Bundesliga, his goals‑per‑90 minutes from open play were second only to Harry Kane. While the difference between Kane’s 0.79 open‑play goals per 90 and Jackson’s 0.72 may appear marginal, it underscores how close Jackson was to the very best in a league dominated by Bayern’s superiority.
Criticism has not faded, but Bayern’s then‑coach Vincent Kompany publicly praised Jackson’s work ethic and contribution. Kompany noted that when a team is performing well, there is a tendency to single out individual players for criticism without cause.
He highlighted Jackson’s professionalism, his role in the AFCON triumph, and the difficulty of comparing him directly with established stars like Kane, Michael Olise or Luis Díaz. Kompany admitted that he would have liked to retain Jackson, but the price tag was prohibitive for Munich.
Aston Villa, meanwhile, have already secured Alejandro Garnacho on loan from Chelsea, meaning a simultaneous loan of Jackson would be impossible under current regulations. Moreover, any further Chelsea‑to‑Villa transfers within 45 days of the Morgan Rogers deal would be classified as a swap under UEFA rules, complicating any potential move. Villa’s recent acquisition of Morgan Rogers for a British record fee of £117 million changes the financial landscape, and manager Unai Emery now has a compelling reason to believe he can extract more from Jackson than anyone else. Emery first worked with Jackson at Villarreal, where the striker’s career took a decisive turn.
In a Sky Sports interview, Jackson credited Emery with transforming his understanding of the game: "Unai taught me everything about football. When I was in Senegal I knew how to play, but I didn’t understand how to move off the ball.
I was just running crazy, taking the ball and dribbling. He changed all that and made me a different kind of player." Jackson’s impact at Villarreal was highlighted by a dramatic late winner against Almería, the final goal of Emery’s successful tenure there, scored on an emotionally charged evening following the death of the club’s vice‑president José Manuel Llaneza. After the match, Emery praised Jackson, saying, "He has to evolve so that his work for the team can be transformed into effectiveness." The manager’s words suggest that while Jackson’s positional instincts are elite, the final step—turning those positions into consistent goals—remains a work in progress.
At only 25 years old, Jackson still has considerable room for growth. By comparison, Villa’s own Ollie Watkins is already 30, and former loanee Tammy Abraham is 28. The combination of Emery’s tactical acumen, Villa’s ambitious project, and Jackson’s proven ability to find space could prove a potent formula. If Emery can refine Jackson’s finishing, the striker could evolve from a high‑xG, low‑conversion player into a genuine goal‑scoring threat for the Premier League.
In summary, dismissing Jackson solely on the basis of his goal tally overlooks the deeper data that highlight his exceptional movement and chance creation. An Emery reunion at Villa offers a realistic pathway for the Senegalese forward to develop the finishing edge that has eluded him so far, potentially turning him from an underrated talent into one of the league’s most effective strikers.